Jihong Guan

Causal Discovery Using Regression-Based Conditional Independence Tests

2017 · Proceedings of the AAAI Conference on Artificial Intelligence

Conditional independence (CI) testing is an important tool in causal discovery. Generally, by using CI tests, a set of Markov equivalence classes w.r.t. the observed data can be estimated by checking whether each pair of …